Profiling Report for technical

Dataset statistics

Number of variables	11
Number of observations	953
Missing cells	95
Missing cells (%)	0.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	228.9 KiB
Average record size in memory	245.9 B

Variable types

Text	1
Numeric	8
Categorical	2

Alerts

`key` has 95 (10.0%) missing values	Missing
`track_id` has unique values	Unique
`acousticness_%` has 60 (6.3%) zeros	Zeros
`instrumentalness_%` has 866 (90.9%) zeros	Zeros

Reproduction

Analysis started	2024-06-26 16:55:19.293831
Analysis finished	2024-06-26 16:55:25.606356
Duration	6.31 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

track_id
Text

UNIQUE

Distinct	953
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	59.7 KiB

Length

Max length	7
Median length	7
Mean length	6.996852
Min length	4

Characters and Unicode

Total characters	6668
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	953 ?
Unique (%)	100.0%

Sample

1st row	4082370
2nd row	6247887
3rd row	6974739
4th row	2362023
5th row	4386478

Value	Count	Frequency (%)
4082370	1	0.1%
5374189	1	0.1%
3197174	1	0.1%
6974739	1	0.1%
2362023	1	0.1%
4386478	1	0.1%
5031502	1	0.1%
1892693	1	0.1%
7366228	1	0.1%
5563881	1	0.1%
Other values (943)	943	99.0%

Most occurring characters

Value	Count	Frequency (%)
3	752	11.3%
6	733	11.0%
2	716	10.7%
4	689	10.3%
1	689	10.3%
7	681	10.2%
5	673	10.1%
8	642	9.6%
0	551	8.3%
9	541	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6667	> 99.9%
Other Punctuation	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	752	11.3%
6	733	11.0%
2	716	10.7%
4	689	10.3%
1	689	10.3%
7	681	10.2%
5	673	10.1%
8	642	9.6%
0	551	8.3%
9	541	8.1%

Other Punctuation

Value	Count	Frequency (%)
:	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6668	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	752	11.3%
6	733	11.0%
2	716	10.7%
4	689	10.3%
1	689	10.3%
7	681	10.2%
5	673	10.1%
8	642	9.6%
0	551	8.3%
9	541	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6668	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	752	11.3%
6	733	11.0%
2	716	10.7%
4	689	10.3%
1	689	10.3%
7	681	10.2%
5	673	10.1%
8	642	9.6%
0	551	8.3%
9	541	8.1%

bpm
Real number (ℝ)

Distinct	124
Distinct (%)	13.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.5404

Minimum	65
Maximum	206
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	65
5-th percentile	81
Q1	100
median	121
Q3	140
95-th percentile	174
Maximum	206
Range	141
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	28.057802
Coefficient of variation (CV)	0.22896777
Kurtosis	-0.39902742
Mean	122.5404
Median Absolute Deviation (MAD)	21
Skewness	0.41324555
Sum	116781
Variance	787.24023
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	39	4.1%
140	31	3.3%
130	31	3.3%
92	25	2.6%
110	24	2.5%
150	21	2.2%
90	21	2.2%
122	19	2.0%
105	19	2.0%
125	18	1.9%
Other values (114)	705	74.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65	2	0.2%
67	1	0.1%
71	3	0.3%
72	3	0.3%
73	1	0.1%
74	1	0.1%
75	1	0.1%
76	2	0.2%
77	4	0.4%
78	9	0.9%

Value	Count	Frequency (%)
206	2	0.2%
204	1	0.1%
202	2	0.2%
200	1	0.1%
198	1	0.1%
196	1	0.1%
192	1	0.1%
189	1	0.1%
188	1	0.1%
186	2	0.2%

key
Categorical

MISSING

Distinct	11
Distinct (%)	1.3%
Missing	95
Missing (%)	10.0%
Memory size	52.8 KiB

C#	120
G	96
G#	91
F	89
B	81
Other values (6)	381

Length

Max length	2
Median length	1
Mean length	1.4358974
Min length	1

Characters and Unicode

Total characters	1232
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	C#
3rd row	F
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
C#	120	12.6%
G	96	10.1%
G#	91	9.5%
F	89	9.3%
B	81	8.5%
D	81	8.5%
A	75	7.9%
F#	73	7.7%
E	62	6.5%
A#	57	6.0%
(Missing)	95	10.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
g	187	21.8%
f	162	18.9%
a	132	15.4%
c	120	14.0%
d	114	13.3%
b	81	9.4%
e	62	7.2%

Most occurring characters

Value	Count	Frequency (%)
#	374	30.4%
G	187	15.2%
F	162	13.1%
A	132	10.7%
C	120	9.7%
D	114	9.3%
B	81	6.6%
E	62	5.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	858	69.6%
Other Punctuation	374	30.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
G	187	21.8%
F	162	18.9%
A	132	15.4%
C	120	14.0%
D	114	13.3%
B	81	9.4%
E	62	7.2%

Other Punctuation

Value	Count	Frequency (%)
#	374	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	858	69.6%
Common	374	30.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
G	187	21.8%
F	162	18.9%
A	132	15.4%
C	120	14.0%
D	114	13.3%
B	81	9.4%
E	62	7.2%

Common

Value	Count	Frequency (%)
#	374	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
#	374	30.4%
G	187	15.2%
F	162	13.1%
A	132	10.7%
C	120	9.7%
D	114	9.3%
B	81	6.6%
E	62	5.0%

mode
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	57.8 KiB

Major	550
Minor	403

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	4765
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Major
2nd row	Major
3rd row	Major
4th row	Major
5th row	Minor

Common Values

Value	Count	Frequency (%)
Major	550	57.7%
Minor	403	42.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
major	550	57.7%
minor	403	42.3%

Most occurring characters

Value	Count	Frequency (%)
M	953	20.0%
o	953	20.0%
r	953	20.0%
a	550	11.5%
j	550	11.5%
i	403	8.5%
n	403	8.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3812	80.0%
Uppercase Letter	953	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	953	25.0%
r	953	25.0%
a	550	14.4%
j	550	14.4%
i	403	10.6%
n	403	10.6%

Uppercase Letter

Value	Count	Frequency (%)
M	953	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4765	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	953	20.0%
o	953	20.0%
r	953	20.0%
a	550	11.5%
j	550	11.5%
i	403	8.5%
n	403	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4765	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	953	20.0%
o	953	20.0%
r	953	20.0%
a	550	11.5%
j	550	11.5%
i	403	8.5%
n	403	8.5%

danceability_%
Real number (ℝ)

Distinct	72
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	66.96957

Minimum	23
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	23
5-th percentile	40.6
Q1	57
median	69
Q3	78
95-th percentile	89
Maximum	96
Range	73
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.63061
Coefficient of variation (CV)	0.21846654
Kurtosis	-0.33356575
Mean	66.96957
Median Absolute Deviation (MAD)	10
Skewness	-0.43587813
Sum	63822
Variance	214.05475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	43	4.5%
77	32	3.4%
80	31	3.3%
56	30	3.1%
74	29	3.0%
81	28	2.9%
73	27	2.8%
78	26	2.7%
71	26	2.7%
65	26	2.7%
Other values (62)	655	68.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	0.1%
24	1	0.1%
25	1	0.1%
27	1	0.1%
28	2	0.2%
29	1	0.1%
31	4	0.4%
32	2	0.2%
33	3	0.3%
34	7	0.7%

Value	Count	Frequency (%)
96	1	0.1%
95	6	0.6%
94	1	0.1%
93	5	0.5%
92	10	1.0%
91	12	1.3%
90	9	0.9%
89	7	0.7%
88	7	0.7%
87	10	1.0%

valence_%
Real number (ℝ)

Distinct	94
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51.43127

Minimum	4
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	4
5-th percentile	14
Q1	32
median	51
Q3	70
95-th percentile	90
Maximum	97
Range	93
Interquartile range (IQR)	38

Descriptive statistics

Standard deviation	23.480632
Coefficient of variation (CV)	0.45654389
Kurtosis	-0.93933627
Mean	51.43127
Median Absolute Deviation (MAD)	19
Skewness	0.0082235369
Sum	49014
Variance	551.34007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24	21	2.2%
40	20	2.1%
59	18	1.9%
53	18	1.9%
55	18	1.9%
61	17	1.8%
49	16	1.7%
22	16	1.7%
50	15	1.6%
42	15	1.6%
Other values (84)	779	81.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	5	0.5%
5	2	0.2%
6	3	0.3%
7	5	0.5%
8	4	0.4%
9	2	0.2%
10	6	0.6%
11	6	0.6%
12	6	0.6%
13	5	0.5%

Value	Count	Frequency (%)
97	5	0.5%
96	13	1.4%
95	1	0.1%
94	4	0.4%
93	4	0.4%
92	9	0.9%
91	7	0.7%
90	10	1.0%
89	6	0.6%
88	9	0.9%

energy_%
Real number (ℝ)

Distinct	80
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	64.279119

Minimum	9
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	9
5-th percentile	34.6
Q1	53
median	66
Q3	77
95-th percentile	89
Maximum	97
Range	88
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	16.550526
Coefficient of variation (CV)	0.25747904
Kurtosis	-0.25998229
Mean	64.279119
Median Absolute Deviation (MAD)	12
Skewness	-0.44639922
Sum	61258
Variance	273.91991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	29	3.0%
62	28	2.9%
76	27	2.8%
66	25	2.6%
73	23	2.4%
60	23	2.4%
68	23	2.4%
79	22	2.3%
80	22	2.3%
70	22	2.3%
Other values (70)	709	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9	1	0.1%
14	1	0.1%
15	1	0.1%
16	1	0.1%
20	4	0.4%
23	1	0.1%
24	4	0.4%
25	3	0.3%
26	2	0.2%
27	3	0.3%

Value	Count	Frequency (%)
97	2	0.2%
96	2	0.2%
95	1	0.1%
94	6	0.6%
93	3	0.3%
92	4	0.4%
91	9	0.9%
90	12	1.3%
89	14	1.5%
88	12	1.3%

acousticness_%
Real number (ℝ)

ZEROS

Distinct	98
Distinct (%)	10.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.057712

Minimum	0
Maximum	97
Zeros	60
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	18
Q3	43
95-th percentile	81.4
Maximum	97
Range	97
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	25.996077
Coefficient of variation (CV)	0.96076405
Kurtosis	-0.19208351
Mean	27.057712
Median Absolute Deviation (MAD)	15
Skewness	0.9524617
Sum	25786
Variance	675.79604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60	6.3%
1	48	5.0%
4	35	3.7%
2	33	3.5%
5	30	3.1%
3	30	3.1%
9	29	3.0%
6	29	3.0%
11	24	2.5%
7	22	2.3%
Other values (88)	613	64.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60	6.3%
1	48	5.0%
2	33	3.5%
3	30	3.1%
4	35	3.7%
5	30	3.1%
6	29	3.0%
7	22	2.3%
8	17	1.8%
9	29	3.0%

Value	Count	Frequency (%)
97	2	0.2%
96	1	0.1%
95	1	0.1%
94	2	0.2%
93	2	0.2%
92	3	0.3%
91	5	0.5%
90	3	0.3%
89	2	0.2%
88	2	0.2%

instrumentalness_%
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5813221

Minimum	0
Maximum	91
Zeros	866
Zeros (%)	90.9%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5
Maximum	91
Range	91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8.4097999
Coefficient of variation (CV)	5.3182079
Kurtosis	56.635596
Mean	1.5813221
Median Absolute Deviation (MAD)	0
Skewness	7.1242172
Sum	1507
Variance	70.724735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	866	90.9%
1	21	2.2%
2	7	0.7%
4	5	0.5%
3	4	0.4%
5	4	0.4%
9	3	0.3%
63	3	0.3%
18	3	0.3%
6	3	0.3%
Other values (29)	34	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	866	90.9%
1	21	2.2%
2	7	0.7%
3	4	0.4%
4	5	0.5%
5	4	0.4%
6	3	0.3%
8	2	0.2%
9	3	0.3%
10	2	0.2%

Value	Count	Frequency (%)
91	1	0.1%
90	1	0.1%
83	1	0.1%
72	1	0.1%
63	3	0.3%
61	1	0.1%
51	2	0.2%
47	1	0.1%
46	1	0.1%
44	1	0.1%

liveness_%
Real number (ℝ)

Distinct	68
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.213012

Minimum	3
Maximum	97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	3
5-th percentile	6
Q1	10
median	12
Q3	24
95-th percentile	44.4
Maximum	97
Range	94
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	13.711223
Coefficient of variation (CV)	0.75282571
Kurtosis	5.7143954
Mean	18.213012
Median Absolute Deviation (MAD)	4
Skewness	2.10428
Sum	17357
Variance	187.99765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	102	10.7%
9	93	9.8%
10	78	8.2%
12	72	7.6%
8	54	5.7%
13	47	4.9%
7	38	4.0%
15	36	3.8%
14	29	3.0%
6	26	2.7%
Other values (58)	378	39.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	4	0.4%
4	5	0.5%
5	16	1.7%
6	26	2.7%
7	38	4.0%
8	54	5.7%
9	93	9.8%
10	78	8.2%
11	102	10.7%
12	72	7.6%

Value	Count	Frequency (%)
97	1	0.1%
92	1	0.1%
91	1	0.1%
90	1	0.1%
83	1	0.1%
80	2	0.2%
77	1	0.1%
72	2	0.2%
67	1	0.1%
66	2	0.2%

speechiness_%
Real number (ℝ)

Distinct	48
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.131165

Minimum	2
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.6 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	4
median	6
Q3	11
95-th percentile	33
Maximum	64
Range	62
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	9.9128876
Coefficient of variation (CV)	0.97845488
Kurtosis	3.3744263
Mean	10.131165
Median Absolute Deviation (MAD)	2
Skewness	1.9346683
Sum	9655
Variance	98.265341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
4	175	18.4%
3	152	15.9%
5	130	13.6%
6	76	8.0%
8	52	5.5%
7	49	5.1%
9	37	3.9%
10	24	2.5%
11	22	2.3%
12	16	1.7%
Other values (38)	220	23.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	0.3%
3	152	15.9%
4	175	18.4%
5	130	13.6%
6	76	8.0%
7	49	5.1%
8	52	5.5%
9	37	3.9%
10	24	2.5%
11	22	2.3%

Value	Count	Frequency (%)
64	1	0.1%
59	1	0.1%
49	1	0.1%
46	3	0.3%
45	2	0.2%
44	2	0.2%
43	1	0.1%
42	1	0.1%
41	1	0.1%
40	4	0.4%

Auto

Heatmap
Table

	bpm	danceability_%	valence_%	energy_%	acousticness_%	instrumentalness_%	liveness_%	speechiness_%	key	mode
bpm	1.000	-0.124	0.042	0.028	-0.034	-0.040	0.000	0.044	0.031	0.000
danceability_%	-0.124	1.000	0.400	0.148	-0.147	-0.074	-0.093	0.283	0.064	0.118
valence_%	0.042	0.400	1.000	0.353	-0.019	-0.139	-0.015	0.111	0.073	0.000
energy_%	0.028	0.148	0.353	1.000	-0.475	-0.054	0.046	0.090	0.015	0.091
acousticness_%	-0.034	-0.147	-0.019	-0.475	1.000	0.049	-0.028	-0.048	0.038	0.077
instrumentalness_%	-0.040	-0.074	-0.139	-0.054	0.049	1.000	-0.033	-0.125	0.026	0.000
liveness_%	0.000	-0.093	-0.015	0.046	-0.028	-0.033	1.000	-0.021	0.000	0.000
speechiness_%	0.044	0.283	0.111	0.090	-0.048	-0.125	-0.021	1.000	0.025	0.031
key	0.031	0.064	0.073	0.015	0.038	0.026	0.000	0.025	1.000	0.277
mode	0.000	0.118	0.000	0.091	0.077	0.000	0.000	0.031	0.277	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	track_id	bpm	key	mode	danceability_%	valence_%	energy_%	acousticness_%	instrumentalness_%	liveness_%	speechiness_%
0	4082370	125	B	Major	80	89	83	31	0	8	4
1	6247887	92	C#	Major	71	61	74	7	0	10	4
2	6974739	138	F	Major	51	32	53	17	0	31	6
3	2362023	170	A	Major	55	58	72	11	0	11	15
4	4386478	144	A	Minor	65	23	80	14	63	11	6
5	5031502	141	C#	Major	92	66	58	19	0	8	24
6	1892693	148	F	Minor	67	83	76	48	0	8	3
7	7366228	100	F	Major	67	26	71	37	0	11	4
8	5563881	130	C#	Minor	85	22	62	12	0	28	9
9	5586506	170	D	Minor	81	56	48	21	0	8	33

	track_id	bpm	key	mode	danceability_%	valence_%	energy_%	acousticness_%	instrumentalness_%	liveness_%	speechiness_%
943	4322356	144	F	Major	93	62	61	0	0	12	20
944	4343383	125	F	Major	54	22	76	0	0	14	3
945	3108815	142	F	Minor	85	40	43	4	0	39	32
946	8174233	120	D	Major	64	11	53	1	0	25	27
947	1587452	96	F	Major	57	55	74	22	0	8	4
948	3476877	144	A	Major	60	24	39	57	0	8	3
949	2341529	166	F#	Major	42	7	24	83	1	12	6
950	8553734	92	C#	Major	80	81	67	4	0	8	6
951	6773043	97	C#	Major	82	67	77	8	0	12	5
952	6728037	90	E	Minor	61	32	67	15	0	11	5

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample